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Since January 2023
Instructor since January 2023
Python and Data Science. Learn Python and Data Science.
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From 23 £ /h
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Python is a powerful programming langues that have its use in many fields. With Python you can work as a software developer or a data scientist and sometimes both.

My class offers you lessons on Python and/or Data Science to help you build a career in tech either as a software developer or a Data Scientist. Most importantly, we try to have fun while learning.
Extra information
Be very curious and open minded.
Location
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At student's location :
  • Around Noisy-le-Grand, France
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At teacher's location :
  • 92500 Rueil-Malmaison, France
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Online from France
About Me
I am an Engineering graduate with experience in software development, Data Science, building of visualization applications.

I love to combine fun with teaching. I teach with simple terms which makes it easy for students to understand and enjoy my classes. I prefer quality over quantity and derives joy in teaching Python and Data Science and making my students succeed in their future endeavors.

I prefer to have classes online and meet when necessary. But I am open to on-site learning.
Education
MSc in Reservoir Geoscience and Engineering - Top 10% of my class.
Published research on machine learning applications and won the best paper in Europe. Python and Data Science self taught.
Experience / Qualifications
Python programming software developer
Data Analyst and Scientist in using Python and python libraries to build visyalization and web applications
Front end developer using HTML,CSS, Vuejs and Javascript to build web applications.
Age
Preschool children (4-6 years old)
Children (7-12 years old)
Teenagers (13-17 years old)
Adults (18-64 years old)
Seniors (65+ years old)
Student level
Beginner
Intermediate
Advanced
Duration
30 minutes
45 minutes
60 minutes
90 minutes
120 minutes
The class is taught in
English
Availability of a typical week
(GMT -04:00)
New York
at teacher icon
At teacher's location and via webcam
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At student's home
Mon
Tue
Wed
Thu
Fri
Sat
Sun
00-04
04-08
08-12
12-16
16-20
20-24
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I propose a course adapted to the level of each one: that it is the bases of Python and the programming or possibly an assistance to realize a defined project.
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Experienced teacher with a great passion for teaching. My background is in both engineering and management fields with one bachelor's and two master's degrees. I have a good background in Python programming and Microsoft office (Word, Excel, PowerPoint, Access,...) and statistics.

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Learning to program is not just about writing code. It's about learning to analyze a problem, construct a line of reasoning, and develop effective solutions.

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Whether you are a beginner or preparing for an exam, a university project or a technical interview, I adapt to your level and your objectives.

Subjects taught
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Java
SQL and databases
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Data structures
Object-oriented programming (OOP)
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Correct and improve your programs.
Prepare for practical work, projects and exams.
Acquire good programming practices used in higher education and in business.
A pedagogy based on practice

Each session alternates between explanations, demonstrations, and exercises. We write, test, and debug the code together so that you understand not only how to program, but more importantly, why a solution works.

When it's helpful, I also show you how to use programming assistance tools thoughtfully, including AI-powered assistants. The goal isn't to let AI program for you, but to teach you how to verify, understand, and improve the solutions it provides.

Session Procedure

60-minute session

Ideal for solving a specific problem, understanding a difficult concept, or correcting a program.

90-minute session

Recommended for a university project, a complete refresher course or exam preparation.

My commitment

My goal is for you to gradually become independent. At the end of each session, you should be able to understand your code, explain your choices, and continue your work with greater confidence.

I will be happy to support you in your progress, whatever your starting level.
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- B.tech and M.tech in Computer Science
- Worked as a Software engineer in Virtusa Corp & DIGIDEZ
- More than 6 years of teaching experience
- Oracle Certified Developer
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Been trying to learn Java on my own for about 1 year and I couldn't get a grasp on it. Aniket make learning Java a fun experience and challenges you to think for yourself to reinforce the concepts you've learned. I am truly excited for our meetings and he makes time go by so fast that I'm upset when they end. Great teacher and he is genuinely passionate about your success. If I could give him more stars I would!!!


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Are you a university student, engineer, or professional who needs to actually use data — not just learn theory about it?
This course is built around real problems and real code. We skip the textbook formulas and go straight to applying statistics and data science the way professionals do: with Python (pandas, NumPy, scikit-learn, matplotlib) and R (RStudio).
What we cover, adapted to your level and goals:
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- Time series and forecasting basics
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- University students in statistics, economics, engineering, or biology
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- Researchers who need to process and present data properly

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Course involves :
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With me, no traditional lessons where you risk getting bored! We combine theory and practice by applying them directly to concrete projects. Together we'll work on live code, and I'll be there to guide you every step of the way.

Of course, some basic math and programming is helpful, but don't worry if you're not an expert. We can consolidate your knowledge together and help you improve. No matter your level, I adapt my approach for each person.

We will mainly use Python with tools such as PyTorch, TensorFlow, Keras as well as Pandas, NumPy and scikit-learn.

Ready to dive into the fascinating world of Machine Learning and Deep Learning?

Do not hesitate to contact me if you have any questions! See you soon !
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Personalized Teaching Approach: Each course is tailored to your skill level and individual goals.

Practical Experience: Learn by doing with real-world projects that build your understanding and skills.

Ongoing Support: Get unlimited email support for any questions you have between sessions.

As a Python expert, I have a passion for teaching and sharing my knowledge. My goal is to guide you effectively in your learning journey.

Book Your First Lesson:

Start your journey to Python mastery now by booking your first lesson. Whether you aspire to enter the development field or hone your existing skills, these courses are designed for you.
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Are you looking to deepen your knowledge of physics or master advanced techniques in Python programming? This course is designed to help you achieve a level of academic and technical excellence, whether you are a high school student, university student or professional looking to develop your skills.

With an interactive and effective teaching approach, you will benefit from personalized support to overcome obstacles, grasp complex concepts and improve your performance. Whether it is to succeed in difficult exams, high-level competitions or to create powerful applications in Python, this course will provide you with all the tools necessary to achieve your goals.

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Concrete Projects and Practical Applications: Development of practical projects to implement theoretical concepts.
Intensive Preparation for Exams and Competitions: Rigorous training with complex exercises and exam simulations to guarantee your success.
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This module offers a complete and in-depth program to prepare you for demanding secondary school exams, preparatory classes and scientific university courses:

1. Secondary Physics (High School and Preparatory Classes)
⚙️ Classical Mechanics: Kinematics, dynamics, Newton's laws, energy and work, oscillations.
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⚡ Electricity and Magnetism: Electric circuits, electrostatics, magnetostatics, electromagnetic induction.
🔦 Optics: Geometric optics (lenses, mirrors), wave optics (interference, diffraction).
🌡️ Thermodynamics: Laws of thermodynamics, thermodynamic cycles, entropy, changes of state.

2. University and Advanced Physics
🔄 Analytical Mechanics: Lagrangian, Hamiltonian, and generalized coordinates.
🌐 Advanced Electromagnetism: Maxwell's equations and the propagation of electromagnetic waves.
🧪 Quantum Physics: The postulates of quantum mechanics, the wave function, and the Schrödinger equation.
☢️ Nuclear and Particle Physics: The structure of the nucleus, radioactivity, and fundamental interactions.
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This module will teach you how to program efficiently and effectively in Python, with an emphasis on best practices and advanced techniques:

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🔠 Advanced Syntax and Best Practices: Deepening of Python concepts.
📦 Object-Oriented Programming (OOP): Abstract classes, interfaces, and design patterns in Python.
🔄 Functional Programming: Using lambda, map, filter, reduce, generators and iterators.
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Learning by doing: Each theoretical concept is directly implemented through practical exercises.
Interactive Online Teaching: Using audio and screen sharing for seamless communication and dynamic learning.
Personalized monitoring: Regular support to assess your progress and answer all your questions.
Concrete projects: Development of complete projects to apply your programming skills.
Motivation and Confidence: A positive and encouraging approach to build your confidence in your abilities.

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- University students in science and computer science wishing to deepen their knowledge.
- Candidates for scientific competitions who are preparing for physics and programming tests.
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🔔 Register now! Don't miss the opportunity to master advanced physics while developing skills in optimized and efficient Python. Join our program "🚀 Advanced Courses - 🔬 Physics from High School to University & 🐍 Advanced Python Programming Focused on Efficiency!" and progress at your own pace with confidence and motivation!
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Hi!

Welcome to my class on Python programming! As a PhD student in Geophysics my main tool is my computer. In order to do science one needs to know how to program. I use Python everyday in order to analyze data, run numerical models, plot results and much more. So, let's embark on the journey of learning Python and explore its diverse capabilities together!

For beginners:
I have designed it for absolute beginners to become at ease with the language within 5 sessions of 1h. Message me to know the 5 classes curriculum and I will be more than happy to share it with you!

For intermediate users:
If you already know the basics of Python but want to go more in-depth on certain packages this is the right place! Message me and we can discuss what your needs are! I am a professional user of Numpy, Pandas, Matplotlib, os, scipy and many more packages!

Are you not sure Python is the right language for you? Check the following out and let me know if you have any questions!

First of all, what is Python? According to its creator, Guido van Rossum, Python is a:

“high-level programming language, and its core design philosophy is all about code readability and a syntax which allows programmers to express concepts in a few lines of code.”

Learning Python is a rewarding experience for several reasons. Firstly, Python is inherently beautiful as a programming language, offering a natural and expressive way to translate your thoughts into code. Its readability and simplicity make coding an enjoyable and intuitive process.

The Python language finds applications across various domains, including data science, web development, machine learning and AI. For example, platforms like Quora, Pinterest, and Spotify leverage Python for their backend web development!

This versatility makes Python a powerful tool for those eager to delve into different aspects of programming. If this caught your curiosity message me and I'll make you a Python hero! Welcome to the community!
verified badge
Do you want to learn programming easily, even starting from scratch?
👉 I offer you progressive, simple and practical guidance to enable you to master Python and create your first concrete applications.
🚀 What you will get:
A clear understanding of the basics of Python (variables, conditions, loops, functions)
A step-by-step progression, suitable for beginners
The ability to write simple, structured and logical code
Concrete applications and practical projects from the very first sessions
True autonomy to continue progressing on one's own
🔍 My method:
Simple and accessible explanations, even without experience
Progressive exercises to reinforce each concept
Immediate practical application with concrete examples
Developing small projects for effective learning
Personalized support to guarantee your progress
👨‍💻 For whom?
Complete beginners in programming
Students or pupils wishing to learn Python
Anyone wishing to acquire a useful and practical skill
Learners wishing to move from theory to practice
🎯 Objective:
👉 Enable you to understand, write, and use Python to create your own concrete projects
📩 Contact me now to start learning Python in a simple and effective way
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As a programming expert, engineer and senior software developer, I have been teaching courses since 2019.
I know how to adapt to all the constraints of the students, difficulties such as ADHD, CNED, or other.
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Computer Science Engineer / Teacher (specialized in 'BIG DATA & IA'), i am offering an individualized pedagogy, assistance with the preparation of tests and exams.
With a rigorous method and a high availability, you will be able to progress in harmony with the courses of your school program , with progress reports and periodic Checkpoints, you will find yourself ready without panic and without overload.
verified badge
Python is a programming language that combines high-level tools and syntax simplicity.

Working in the field of astrophysics, I develop scientific software in Python for several years.

I propose a course adapted to the level of each one: that it is the bases of Python and the programming or possibly an assistance to realize a defined project.
verified badge
Experienced teacher with a great passion for teaching. My background is in both engineering and management fields with one bachelor's and two master's degrees. I have a good background in Python programming and Microsoft office (Word, Excel, PowerPoint, Access,...) and statistics.

I am also able to teach online if you would like. You will receive full support during and after each course with high quality and minimum price.

For University/High school/Primary school students.
verified badge
Learning to program is not just about writing code. It's about learning to analyze a problem, construct a line of reasoning, and develop effective solutions.

For over 35 years, I have been supporting university students, engineering school students and adults retraining in learning computer science and programming.

Whether you are a beginner or preparing for an exam, a university project or a technical interview, I adapt to your level and your objectives.

Subjects taught
Python
Java
SQL and databases
Algorithmic
Data structures
Object-oriented programming (OOP)
Program design and debugging
What we work on together
Understanding fundamental concepts rather than memorizing code.
Develop a problem-solving method.
Correct and improve your programs.
Prepare for practical work, projects and exams.
Acquire good programming practices used in higher education and in business.
A pedagogy based on practice

Each session alternates between explanations, demonstrations, and exercises. We write, test, and debug the code together so that you understand not only how to program, but more importantly, why a solution works.

When it's helpful, I also show you how to use programming assistance tools thoughtfully, including AI-powered assistants. The goal isn't to let AI program for you, but to teach you how to verify, understand, and improve the solutions it provides.

Session Procedure

60-minute session

Ideal for solving a specific problem, understanding a difficult concept, or correcting a program.

90-minute session

Recommended for a university project, a complete refresher course or exam preparation.

My commitment

My goal is for you to gradually become independent. At the end of each session, you should be able to understand your code, explain your choices, and continue your work with greater confidence.

I will be happy to support you in your progress, whatever your starting level.
verified badge
- B.tech and M.tech in Computer Science
- Worked as a Software engineer in Virtusa Corp & DIGIDEZ
- More than 6 years of teaching experience
- Oracle Certified Developer
- Helped students placed in FAANG

Featured Review :
Been trying to learn Java on my own for about 1 year and I couldn't get a grasp on it. Aniket make learning Java a fun experience and challenges you to think for yourself to reinforce the concepts you've learned. I am truly excited for our meetings and he makes time go by so fast that I'm upset when they end. Great teacher and he is genuinely passionate about your success. If I could give him more stars I would!!!


Thanks
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Are you a university student, engineer, or professional who needs to actually use data — not just learn theory about it?
This course is built around real problems and real code. We skip the textbook formulas and go straight to applying statistics and data science the way professionals do: with Python (pandas, NumPy, scikit-learn, matplotlib) and R (RStudio).
What we cover, adapted to your level and goals:
- Descriptive and inferential statistics (the ones that actually matter)
- Data cleaning, exploration, and visualization
- Regression, classification, and intro to machine learning
- Time series and forecasting basics
- R for statistical analysis and academic research

Who this is for:
- University students in statistics, economics, engineering, or biology
- Professionals wanting to move into data analysis or data science
- Researchers who need to process and present data properly

I use Python and R professionally as a working engineer — everything I teach comes from real application, not just academic exercises.
verified badge
Looking to learn Python and Data Science in an English-speaking environment?

Through practical case studies and real-world applications, you'll gain hands-on experience and develop a deeper understanding of Python concepts. Whether you're a beginner or an intermediate-level programmer, this course offers a supportive environment to enhance your skills and gain practical knowledge.

Course involves :
1. Data visualization projects(PowerBI, Tableau, Microstrategy)
2. Data Science projects ( case-studies from kaggle).

On a side note, In case you have a particular case study or homework or a project you wanna work with? Bring it on, we can discuss the case study and solve it in the class.
verified badge
With me, no traditional lessons where you risk getting bored! We combine theory and practice by applying them directly to concrete projects. Together we'll work on live code, and I'll be there to guide you every step of the way.

Of course, some basic math and programming is helpful, but don't worry if you're not an expert. We can consolidate your knowledge together and help you improve. No matter your level, I adapt my approach for each person.

We will mainly use Python with tools such as PyTorch, TensorFlow, Keras as well as Pandas, NumPy and scikit-learn.

Ready to dive into the fascinating world of Machine Learning and Deep Learning?

Do not hesitate to contact me if you have any questions! See you soon !
verified badge
Master Python with Personalized Courses

Discover the art of programming with Python courses tailor-made to meet your specific needs. Whether you are a beginner, intermediate or professional, my lessons are suitable for all levels.

Why Choose My Courses?

Personalized Teaching Approach: Each course is tailored to your skill level and individual goals.

Practical Experience: Learn by doing with real-world projects that build your understanding and skills.

Ongoing Support: Get unlimited email support for any questions you have between sessions.

As a Python expert, I have a passion for teaching and sharing my knowledge. My goal is to guide you effectively in your learning journey.

Book Your First Lesson:

Start your journey to Python mastery now by booking your first lesson. Whether you aspire to enter the development field or hone your existing skills, these courses are designed for you.
verified badge
Are you looking to deepen your knowledge of physics or master advanced techniques in Python programming? This course is designed to help you achieve a level of academic and technical excellence, whether you are a high school student, university student or professional looking to develop your skills.

With an interactive and effective teaching approach, you will benefit from personalized support to overcome obstacles, grasp complex concepts and improve your performance. Whether it is to succeed in difficult exams, high-level competitions or to create powerful applications in Python, this course will provide you with all the tools necessary to achieve your goals.

🎯 Why Choose This Course?
Advanced and Expertise Level: In-depth content and effective methodology to master complex topics in physics and programming.
Personalized Courses: Sessions adapted to your needs, your pace and your level.
Interactive Online Learning: Dynamic online courses with screen sharing and audio interaction for enjoyable and engaging learning.
Concrete Projects and Practical Applications: Development of practical projects to implement theoretical concepts.
Intensive Preparation for Exams and Competitions: Rigorous training with complex exercises and exam simulations to guarantee your success.
Flexibility and Comfort: Learn from home, according to your schedule, without having to travel.

🔬 Advanced Physics – From High School to University
This module offers a complete and in-depth program to prepare you for demanding secondary school exams, preparatory classes and scientific university courses:

1. Secondary Physics (High School and Preparatory Classes)
⚙️ Classical Mechanics: Kinematics, dynamics, Newton's laws, energy and work, oscillations.
🌊 Waves and Vibrations: Wave propagation, interference, diffraction, acoustics.
⚡ Electricity and Magnetism: Electric circuits, electrostatics, magnetostatics, electromagnetic induction.
🔦 Optics: Geometric optics (lenses, mirrors), wave optics (interference, diffraction).
🌡️ Thermodynamics: Laws of thermodynamics, thermodynamic cycles, entropy, changes of state.

2. University and Advanced Physics
🔄 Analytical Mechanics: Lagrangian, Hamiltonian, and generalized coordinates.
🌐 Advanced Electromagnetism: Maxwell's equations and the propagation of electromagnetic waves.
🧪 Quantum Physics: The postulates of quantum mechanics, the wave function, and the Schrödinger equation.
☢️ Nuclear and Particle Physics: The structure of the nucleus, radioactivity, and fundamental interactions.
🌌 Special Relativity: Lorentz transformations, time dilation, and length contraction.

3. Intensive Preparation for Exams and Competitions
📘 Scientific methodology: Learn to analyze statements, structure responses and write clearly and precisely.
📝 Application exercises and past papers: Intensive training to master the concepts and pass your exams.
🔎 Solve complex problems with detailed explanations and effective strategies.
⏰ Time management: Practical tips to improve your time management during exams.

🐍 Advanced Python Programming – Focused on Efficiency
This module will teach you how to program efficiently and effectively in Python, with an emphasis on best practices and advanced techniques:

1. Mastering Advanced Concepts in Python
🔠 Advanced Syntax and Best Practices: Deepening of Python concepts.
📦 Object-Oriented Programming (OOP): Abstract classes, interfaces, and design patterns in Python.
🔄 Functional Programming: Using lambda, map, filter, reduce, generators and iterators.
⚡ Asynchronous Programming: Implementing asyncio for fast and responsive applications.
🧪 Unit Testing and Code Quality: Use of pytest, code coverage, and CI/CD.

2. Performance Optimization
🚀 Algorithm Optimization: Analysis of algorithmic complexity and use of efficient data structures.
⚙️ Profiling and Debugging: Performance evaluation with cProfile and code improvement.
🔒 Security and Robustness: Writing secure code and handling exceptions appropriately.
3. Practical Projects and Advanced Applications
🌐 Web Applications: Building high-performance web applications using Flask and FastAPI.
📊 Data Science and Machine Learning: Exploitation of Pandas, NumPy, Scikit-learn and TensorFlow.
🕸️ Advanced Web Scraping: Complex data extraction using BeautifulSoup and Selenium.
🤖 Automation and Efficient Scripts: Automation of tasks and development of efficient scripts.

🧑‍🏫 Methodology and Pedagogical Approach:
Learning by doing: Each theoretical concept is directly implemented through practical exercises.
Interactive Online Teaching: Using audio and screen sharing for seamless communication and dynamic learning.
Personalized monitoring: Regular support to assess your progress and answer all your questions.
Concrete projects: Development of complete projects to apply your programming skills.
Motivation and Confidence: A positive and encouraging approach to build your confidence in your abilities.

🎓 For whom?
This course is intended for:

- High school and preparatory class students who aspire to academic excellence.
- University students in science and computer science wishing to deepen their knowledge.
- Candidates for scientific competitions who are preparing for physics and programming tests.
- Developers looking to improve their advanced Python skills.
- Researchers and engineers who use Python for complex scientific applications.

🔔 Register now! Don't miss the opportunity to master advanced physics while developing skills in optimized and efficient Python. Join our program "🚀 Advanced Courses - 🔬 Physics from High School to University & 🐍 Advanced Python Programming Focused on Efficiency!" and progress at your own pace with confidence and motivation!
verified badge
Hi!

Welcome to my class on Python programming! As a PhD student in Geophysics my main tool is my computer. In order to do science one needs to know how to program. I use Python everyday in order to analyze data, run numerical models, plot results and much more. So, let's embark on the journey of learning Python and explore its diverse capabilities together!

For beginners:
I have designed it for absolute beginners to become at ease with the language within 5 sessions of 1h. Message me to know the 5 classes curriculum and I will be more than happy to share it with you!

For intermediate users:
If you already know the basics of Python but want to go more in-depth on certain packages this is the right place! Message me and we can discuss what your needs are! I am a professional user of Numpy, Pandas, Matplotlib, os, scipy and many more packages!

Are you not sure Python is the right language for you? Check the following out and let me know if you have any questions!

First of all, what is Python? According to its creator, Guido van Rossum, Python is a:

“high-level programming language, and its core design philosophy is all about code readability and a syntax which allows programmers to express concepts in a few lines of code.”

Learning Python is a rewarding experience for several reasons. Firstly, Python is inherently beautiful as a programming language, offering a natural and expressive way to translate your thoughts into code. Its readability and simplicity make coding an enjoyable and intuitive process.

The Python language finds applications across various domains, including data science, web development, machine learning and AI. For example, platforms like Quora, Pinterest, and Spotify leverage Python for their backend web development!

This versatility makes Python a powerful tool for those eager to delve into different aspects of programming. If this caught your curiosity message me and I'll make you a Python hero! Welcome to the community!
verified badge
Do you want to learn programming easily, even starting from scratch?
👉 I offer you progressive, simple and practical guidance to enable you to master Python and create your first concrete applications.
🚀 What you will get:
A clear understanding of the basics of Python (variables, conditions, loops, functions)
A step-by-step progression, suitable for beginners
The ability to write simple, structured and logical code
Concrete applications and practical projects from the very first sessions
True autonomy to continue progressing on one's own
🔍 My method:
Simple and accessible explanations, even without experience
Progressive exercises to reinforce each concept
Immediate practical application with concrete examples
Developing small projects for effective learning
Personalized support to guarantee your progress
👨‍💻 For whom?
Complete beginners in programming
Students or pupils wishing to learn Python
Anyone wishing to acquire a useful and practical skill
Learners wishing to move from theory to practice
🎯 Objective:
👉 Enable you to understand, write, and use Python to create your own concrete projects
📩 Contact me now to start learning Python in a simple and effective way
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This course is aimed at students wishing to strengthen their skills in mathematics, computer science and engineering sciences, three complementary disciplines for developing logic, rigor and analytical skills.

The objective is to support each student according to their level and needs:

🔹 In mathematics: understand concepts, solve various exercises and prepare effectively for exams.

🔹 In IT: learn programming (Python, Scratch, C++...), algorithmic logic and the use of digital tools.

🔹 In engineering sciences: discover the principles of modeling, mechanics, and electronics.

Each session is structured to make the student independent, confident and motivated, thanks to clear teaching methods adapted to their pace.
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As a first-year engineering student, I offer tutoring and homework help for students from primary to high school.
I obtained my baccalaureate with honors, with specializations in NSI (Digital and Computer Sciences) and Mathematics, and I also have an excellent level in Philosophy and History-Geography.
My goal is to help each student progress at their own pace, while developing confidence and autonomy in their work.
During the sessions, I ensure:
- Identify sticking points and explain concepts clearly and appropriately to the student's level;
- Provide effective working methods to learn how to organize, revise and reason logically;
- Reinforce understanding rather than simple memorization, in order to build solid foundations;
- Encourage curiosity and motivation, by making learning more concrete and interesting;
- Effectively prepare for assessments and exams (certificate, baccalaureate, continuous assessments, etc.) with targeted exercises.

The ultimate goal is for the student to gain confidence, method and enjoyment of learning, in order to achieve lasting success in their education.
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As a programming expert, engineer and senior software developer, I have been teaching courses since 2019.
I know how to adapt to all the constraints of the students, difficulties such as ADHD, CNED, or other.
The first lesson begins by taking stock of the student's existing knowledge in order to determine a teaching program and a schedule.
Good-fit Instructor Guarantee
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